I am Suranjan Poudel, a computing lecturer in Plymouth. I write software, teach AI and machine learning, and build tools that make difficult ideas easier to understand.
My work sits between teaching and producing software: full-stack systems, AI workflows, curriculum design, and interactive tools.
I care about systems that are easy to reason about. That means clear interfaces, readable code, dependable architecture, and explanations that respect the users's time.
Read CV and experience
A gallery of 13 interactive models for exploring gradient descent, fitted curves, decision boundaries, projections, attention, and token probabilities by changing the inputs yourself.
Next.js, React, interactive SVGExplore visualisations
A native workspace for Markdown notes, PDFs, images, backlinks, search, and study progress, designed around ordinary local files rather than a cloud-only system.
Rust, Iced, PDFium, SQLiteView on GitHub
Design notes from building a retrieval augmented generation pipeline that runs fully on local hardware.
A practical refresher on JavaScript fundamentals that matter when working with modern frameworks.
